Number of matrices having unique solution

  • Thread starter utkarshakash
  • Start date
  • Tags
    Matrices
In summary, the problem asks to find the number of matrices in a set of 3x3 symmetric matrices with entries of 0 or 1, where 5 entries are 1 and 4 are 0, that have a unique solution for a given linear equation. The total number of matrices in this set is 12. Instead of checking for unique solutions, the determinant of the matrix can be used, as it is zero if and only if the matrix is singular and the rows are linearly dependent. By shuffling the rows and columns, a smaller set of canonical matrices can be used to solve the problem.
  • #1
utkarshakash
Gold Member
854
13

Homework Statement


Let A be the set of all 3x3 symmetric matrices all of whose entries are either 0 or 1. Five of these entries are 1 and four of them are 0. The number of matrices B in A for which the system of linear equations [itex]B \left[ \begin{array}{c} x \\ y \\ z \end{array} \right] = \left[ \begin{array}{c} 1 \\ 0 \\0 \end{array} \right] [/itex] has a unique solution is

The Attempt at a Solution



I started by finding total number of matrices in A which comes out to be 12. Now, instead of finding matrices having unique solution I tried finding out inconsistent solutions. Now, the problem arises that how do I find these matrices. Is it by writing out all possible 12 matrices and then checking manually or applying some clever methods (which I unfortunately don't know)?
 
Physics news on Phys.org
  • #2
utkarshakash said:

Homework Statement


Let A be the set of all 3x3 symmetric matrices all of whose entries are either 0 or 1. Five of these entries are 1 and four of them are 0. The number of matrices B in A for which the system of linear equations [itex]B \left[ \begin{array}{c} x \\ y \\ z \end{array} \right] = \left[ \begin{array}{c} 1 \\ 0 \\0 \end{array} \right] [/itex] has a unique solution is

This equation has a unique solution if and only if [itex]\det B \neq 0[/itex].
 
  • #3
Find out some facts about determinants. For example, what happens to the determinant if you swap two rows or two columns of the matrix? What happens if two rows or columns of the matrix are the same?

Using results like the above, you won't need to check all 12 matrices separately.
 
  • #4
pasmith said:
This equation has a unique solution if and only if [itex]\det B \neq 0[/itex].

Why is it so?
 
  • #5
utkarshakash said:
Why is it so?
Determinant is zero iff matrix is singular iff rows are linearly dependent.
Consider the matrix equation AX=Y. Linear dependence means there is a nontrivial linear combination of the rows, a r1+b r2 + c r3 = 0. If it is also the case that a y1 + a y2 + a y3 = 0 then the equation represented by one row of AX=Y can be deduced from the other two, so there are not enough distinct equations for a unique solution. If a y1 + a y2 + a y3 ≠ 0 then an equation can be deduced from two of the rows which contradicts the third, and there are no solutions at all.

But you don't really need to worry about determinants for this problem. The point to note is that the existence of a unique solution does not depend on the vector on the right hand side of the equation. If you think about how matrix multiplication works, you can see that shuffling the columns of A is equivalent to shuffling the rows of X, and shuffling the rows of A is equivalent to shuffling the rows of Y. This allows you to reduce the set of matrices to a much smaller canonical set.
 

What is the definition of a matrix?

A matrix is a rectangular array of numbers or symbols arranged in rows and columns.

What is a unique solution in a matrix?

In a matrix, a unique solution refers to a set of values for the variables that satisfies every equation in the system, making it the only possible solution.

How do you determine the number of matrices with a unique solution?

The number of matrices with a unique solution can be determined by using the determinant of the matrix. If the determinant is non-zero, then the matrix has a unique solution. Alternatively, you can also use row reduction or Gaussian elimination to find the number of matrices with a unique solution.

What happens if a matrix has a determinant of zero?

If a matrix has a determinant of zero, it means that the matrix does not have a unique solution. This could mean that the system of equations is inconsistent (no solution) or has infinitely many solutions.

Can a non-square matrix have a unique solution?

No, a non-square matrix cannot have a unique solution. A non-square matrix is a rectangular matrix where the number of rows and columns are not equal. A unique solution can only be found in square matrices (same number of rows and columns).

Similar threads

  • Precalculus Mathematics Homework Help
2
Replies
57
Views
3K
  • Precalculus Mathematics Homework Help
Replies
10
Views
983
  • Precalculus Mathematics Homework Help
Replies
11
Views
814
  • Precalculus Mathematics Homework Help
Replies
19
Views
1K
  • Precalculus Mathematics Homework Help
Replies
32
Views
818
  • Linear and Abstract Algebra
Replies
2
Views
2K
  • Linear and Abstract Algebra
Replies
3
Views
2K
  • Calculus and Beyond Homework Help
Replies
0
Views
130
Replies
6
Views
1K
  • Precalculus Mathematics Homework Help
Replies
2
Views
2K
Back
Top